kkondo1981/aglm: Accurate Generalized Linear Model

Provides functions to fit Accurate Generalized Linear Model (AGLM) models, visualize them, and predict for new data. AGLM is defined as a regularized GLM which applies a sort of feature transformations using a discretization of numerical features and specific coding methodologies of dummy variables. For more information on AGLM, see Suguru Fujita, Toyoto Tanaka, Kenji Kondo and Hirokazu Iwasawa (2020) <https://www.institutdesactuaires.com/global/gene/link.php?doc_id=16273&fg=1>.

Getting started

Package details

Maintainer
LicenseGPL-2
Version0.4.1
URL https://github.com/kkondo1981/aglm
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("kkondo1981/aglm")
kkondo1981/aglm documentation built on June 14, 2025, 4:51 a.m.